Fold 3 - Understanding why coefficient -285301054 was selected
Tag: WE LOVE: YES
Selected Coefficient: -285301054
Taxonomy Path: -8.0.80.0.6
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -285301054 | 3.000000 | -8.0.80.0.6 | -6.0.80.0.8 (-(6*83^4 + 80*83^2 + 8)) | Yes | |
| -4037370 | 3.000000 | -1.5.5.7 | -7.5.5.1 (-(7*83^3 + 5*83^2 + 5*83 + 1)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 21332 | 3.000000 | 1.8.3 | 3.8.1 (3*83^2 + 8*83 + 1) | No |
These are the training products that have the "WE LOVE: YES" tag (processing sequence 6770). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 25115 | Runway black over the knee boots | 21332 | none | 285322386 | none | ||
| 25105 | Black bucket bag | 0 | HANDBAGS | 285301054 | none | ||
| 25104 | Black zip up coin purse | -4037370 | WALLETS, BAGS | 281263684 | none | ||
| 25098 | Black leather belt | -285301054 | BELTS | 0 | none |